A Network Simulator for the Estimation of Bandwidth Load and Latency Created by Heterogeneous Spiking Neural Networks on Neuromorphic Computing Communication Networks

A Network Simulator for the Estimation of Bandwidth Load and Latency Created by Heterogeneous Spiking Neural Networks on Neuromorphic Computing Communication Networks

Accelerated simulations of biological neural networks are in demand to discover the principals of biological learning. Novel many-core simulation platforms, e.g., SpiNNaker, BrainScaleS and Neurogrid, allow one to study neuron behavior in the brain at an accelerated rate, with a high level of detail...

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Bibliographic Details
Main Authors: Robert Kleijnen, Markus Robens, Michael Schiek, Stefan van Waasen
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Journal of Low Power Electronics and Applications
Subjects:
network simulator
neuromorphic computing
communication network
heterogeneous connectivity models
neuron mappings
Online Access:https://www.mdpi.com/2079-9268/12/2/23

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